[ADD] Sub-sampling in BatchGrad extension
#200
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This PR extends BackPACK's individual gradient extension and allows specifying the mini-batch samples for which the quantity will be extracted (#12), rather than evaluating individual gradients for every sample in the mini-batch.
Auxiliary:
BatchGradtests usingpytest fixtures